Pedigree and genome-based patterns of homozygosity in the South African Ayrshire, Holstein, and Jersey breeds

dc.contributor.authorVisser, Carina
dc.contributor.authorLashmar, Simon Frederick
dc.contributor.authorReding, Jason Jack
dc.contributor.authorBerry, Donagh P.
dc.contributor.authorVan Marle-Koster, Este
dc.contributor.emailcarina.visser@up.ac.zaen_US
dc.date.accessioned2024-06-13T11:39:13Z
dc.date.available2024-06-13T11:39:13Z
dc.date.issued2023-03-17
dc.descriptionDATA AVAILABILITY STATEMENT : The data analyzed in this study is subject to the following licenses/restrictions: Genomic data was obtained from SA Stud Book, a local service provider of genetic and genomic analyses in South Africa. The data thus belongs to third parties (SA Stud Book and Breed Societies). Requests to access these datasets should be directed to the corresponding authors.en_US
dc.description.abstractThe erosion of genetic diversity limits long-term genetic gain and impedes the sustainability of livestock production. In the South African (SA) dairy industry, the major commercial dairy breeds have been applying estimated breeding values (EBVs) and/or have been participating in Multiple Across Country Evaluations (MACE). The transition to genomic estimated breeding values (GEBVs) in selection strategies requires monitoring of the genetic diversity and inbreeding of current genotyped animals, especially considering the comparatively small population sizes of global dairy breeds in SA. This study aimed to perform a homozygosity-based evaluation of the SA Ayrshire (AYR), Holstein (HST), and Jersey (JER) dairy cattle breeds. Three sources of information, namely 1) single nucleotide polymorphism (SNP) genotypes (3,199 animals genotyped for 35,572 SNPs) 2) pedigree records (7,885 AYR; 28,391 HST; 18,755 JER), and 3) identified runs of homozygosity (ROH) segments were used to quantify inbreeding related parameters. The lowest pedigree completeness was for the HST population reducing from a value of 0.990 to 0.186 for generation depths of one to six. Across all breeds, 46.7% of the detected ROH were between 4 megabase pairs (Mb) and 8 Mb in length. Two conserved homozygous haplotypes were identified in more than 70% of the JER population on Bos taurus autosome (BTA) 7. The JER breed displayed the highest level of inbreeding across all inbreeding coefficients. The mean (± standard deviation) pedigree-based inbreeding coefficient (FPED) ranged from 0.051 (±0.020) for AYR to 0.062 (±0.027) for JER, whereas SNPbased inbreeding coefficients (FSNP) ranged from 0.020 (HST) to 0.190 (JER) and ROH-based inbreeding coefficients, considering all ROH segment coverage (FROH), ranged from 0.053 (AYR) to 0.085 (JER). Within-breed Spearman correlations between pedigree-based and genome-based estimates ranged from weak (AYR: 0.132 between FPED and FROH calculated for ROH <4Mb in size) to moderate (HST: 0.584 between FPED and FSNP). Correlations strengthened between FPED and FROH as the ROH length category was considered lengthened suggesting a dependency on breed-specific pedigree depth. The genomic homozygosity-based parameters studied proved useful in investigating the current inbreeding status of reference populations genotyped to implement genomic selection in the three most prominent South African dairy cattle breeds.en_US
dc.description.departmentAnimal and Wildlife Sciencesen_US
dc.description.librarianam2024en_US
dc.description.sdgSDG-02:Zero Hungeren_US
dc.description.sponsorshipThe SA Dairy Genomic Program funded by the Technology Innovation Agency.en_US
dc.description.urihttp://www.frontiersin.org/Geneticsen_US
dc.identifier.citationVisser, C., Lashmar, S.F., Reding, J., Berry, D.P. & Van Marle-Köster, E. (2023), Pedigree and genome-based patterns of homozygosity in the South African Ayrshire, Holstein, and Jersey breeds. Frontiers in Genetics 14:1136078. DOI: 10.3389/fgene.2023.1136078.en_US
dc.identifier.issn1664-8021 (online)
dc.identifier.other10.3389/fgene.2023.1136078
dc.identifier.urihttp://hdl.handle.net/2263/96481
dc.language.isoenen_US
dc.publisherFrontiers Mediaen_US
dc.rights© 2023 Visser, Lashmar, Reding, Berry and van Marle-Köster. This is an openaccess article distributed under the terms of the Creative Commons Attribution License (CC BY).en_US
dc.subjectAutozygosityen_US
dc.subjectCattleen_US
dc.subjectInbreedingen_US
dc.subjectPedigreeen_US
dc.subjectRuns of homozigosityen_US
dc.subjectSDG-02: Zero hungeren_US
dc.subjectSingle nucleotide polymorphism (SNP)en_US
dc.subjectSouth Africa (SA)en_US
dc.subjectEstimated breeding value (EBV)en_US
dc.subjectMultiple across country evaluations (MACE)en_US
dc.subjectGenomic estimated breeding value (GEBV)en_US
dc.titlePedigree and genome-based patterns of homozygosity in the South African Ayrshire, Holstein, and Jersey breedsen_US
dc.typeArticleen_US

Files

Original bundle

Now showing 1 - 3 of 3
Loading...
Thumbnail Image
Name:
Visser_Pedigree_2023.pdf
Size:
1.41 MB
Format:
Adobe Portable Document Format
Description:
Article
Loading...
Thumbnail Image
Name:
Visser_PedigreeTabS1_2023.pdf
Size:
19.93 KB
Format:
Adobe Portable Document Format
Description:
Table S1
Loading...
Thumbnail Image
Name:
Visser_PedigreeImageS1_2023.tif
Size:
179.72 KB
Format:
Tag Image File Format
Description:
Image S1

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description: